Nonlinear Biomedical Signal Processing, Volume 1: Fuzzy Logic, Neural Networks, and New Algorithms

Unbekannt

ISBN 10: 0780360117 / ISBN 13: 9780780360112

Verlag: INST OF ELECTRICAL & ELECTRONI, 2000

Beschreibung

Zustand: Gut - Gebrauchs- und Lagerspuren. Innen: Seiten eingerissen. | Seiten: 276 | Sprache: Englisch | Produktart: Bücher. Bestandsnummer des Verkäufers 1067182/3

Bibliografische Details

Titel: Nonlinear Biomedical Signal Processing, ...

Verlag: INST OF ELECTRICAL & ELECTRONI

Erscheinungsdatum: 2000

Einband: Hardcover

Zustand: Gut

Über diesen Titel

Inhaltsangabe:

Book by None

Reseña del editor:

For the first time, eleven experts in the fields of signal processing and biomedical engineering have contributed to an edition on the newest theories and applications of fuzzy logic, neural networks, and algorithms in biomedicine. Nonlinear Biomedical Signal Processing, Volume I provides comprehensive coverage of nonlinear signal processing techniques. In the last decade, theoretical developments in the concept of fuzzy logic have led to several new approaches to neural networks. This compilation delivers plenty of real-world examples for a variety of implementations and applications of nonlinear signal processing technologies to biomedical problems. Included here are discussions that combine the various structures of Kohenen, Hopfield, and multiple-layer "designer" networks with other approaches to produce hybrid systems. Comparative analysis is made of methods of genetic, back-propagation, Bayesian, and other learning algorithms.

Topics covered include:

• Uncertainty management
• Analysis of biomedical signals
• A guided tour of neural networks
• Application of algorithms to EEG and heart rate variability signals
• Event detection and sample stratification in genomic sequences
• Applications of multivariate analysis methods to measure glucose concentration

Nonlinear Biomedical Signal Processing, Volume I is a valuable reference tool for medical researchers, medical faculty and advanced graduate students as well as for practicing biomedical engineers. Nonlinear Biomedical Signal Processing, Volume I is an excellent companion to Nonlinear Biomedical Signal Processing, Volume II: Dynamic Analysis and Modeling.